Use to convert raw customer feedback into compelling narratives, themes, and recommendations.
SkillScore95Maintained
Automatic
◆Research pack
Last verified 8/23/2026
What it changes
Passed 21 of 22 test cases with the skill, and 18 of 22 without it.
Without skill82%
With skill95%
Checks it passed that the model alone missed
Includes an action table outlining proposed steps
Utilizes visual heatmaps or customer journey overlays
Identifies the lack of qualitative evidence, such as user quotes or feedback
3 fixed18 passed either way1 still failing0 broke
Pass-rate lift
+14 pp
Tokens
-5%
Agent turns
0%
Response time
-18%
Model gemini-3.6-flashMeasured 8/23/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
What primary components should form the core structure of an executive summary readout document when summarizing top research themes for VP-level stakeholders?
What was checked, without and with the skill
Checked
Without skill
With skill
Includes top synthesized themes
Passed
Passed
Includes an action table outlining proposed steps
Missed
Passed
case-10 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md25 linessingle file
Insight Synthesis Framework Skill
When to Use
Wrapping up research studies, surveys, or ongoing feedback programs.
Preparing executive readouts or roadmap recommendation docs.
Aligning cross-functional stakeholders on prioritized issues/opportunities.
Framework
Signal Stacking – layer qualitative quotes, quantitative metrics, and behavioral data for each insight.
Theme Laddering – cluster related findings into parent themes, mapping to personas and journeys.
Impact Assessment – estimate business impact (ARR, adoption, satisfaction, efficiency) and confidence level.
Recommendation Crafting – outline proposed actions, owners, and success metrics.
Storytelling – build narrative arcs with hooks, evidence, and clear calls to action.
Templates
Insight card (context, signal evidence, impact, recommendation).
Executive summary outline with top themes and action table.
Appendix structure for quotes, charts, and methodology notes.
Tips
Keep verbatim quotes close to stats to reinforce credibility.
Use visual cues (heatmaps, journey overlays) to help audiences grasp patterns quickly.
Pair with stakeholder-ops to ensure follow-up actions are logged and tracked.